In lieu of browsing Twitter directly, I've been using this service lately: https://fraidyc.at/
It's great because I can just see what people I care about post, and you can arrange it so that the people who post infrequently but that you really care about will be in your face when they do post. I find it soothing, and I can't wait for a proper mobile release.